Giter VIP home page Giter VIP logo

Comments (3)

geaxgx avatar geaxgx commented on August 17, 2024

Hi,
Unfortunately no, as Blazepose is a single pose model.

from depthai_blazepose.

vipulkumar-developer avatar vipulkumar-developer commented on August 17, 2024

Do you think that people detection with Yolo can solve the problem? By using Yolo we could get the image cropped on the single person and then pass the various frame to MediaPipe.

from depthai_blazepose.

geaxgx avatar geaxgx commented on August 17, 2024

Sure, if the people in the image are clearly separated in the image, we can apply the landmark regression model on each detected person, it will work fine. And no need to use yolo, the mediapipe pose detection model works well enough. The problem comes when there are 2 people close to each other, more precisely when a 2nd person appears in the boudning rotated rectangle around the first person detected. In this case, the landmark regression model gets confused and can associate landmarks (of the first person) with 2nd parson body parts. It is something you can try by yourself on this older repo: https://github.com/geaxgx/openvino_blazepose
It runs blazepose on openvino so you can use it with a webcam for instance. There is a --multi_detection flag to force multiple person detection.

from depthai_blazepose.

Related Issues (20)

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.